Transfer Learning for Meta-analysis Under Covariate Shift

Zilong Wang, Ali Abdeen, Turgay Ayer

Randomized controlled trials often do not represent the populations where decisions are made, and covariate shift across studies can invalidate standard IPD meta-analysis and trans…